Fold 0
Model 0 best validation auc = 0.774178 on epoch 132
Model 0 test auc = 0.947020
Ensemble test auc = 0.947020
Fold 1
Model 0 best validation auc = 0.785915 on epoch 206
Model 0 test auc = 0.935581
Ensemble test auc = 0.935581
Fold 2
Model 0 best validation auc = 0.792019 on epoch 5
Model 0 test auc = 0.924142
Ensemble test auc = 0.924142
Fold 3
Model 0 best validation auc = 0.797183 on epoch 7
Model 0 test auc = 0.946418
Ensemble test auc = 0.946418
Fold 4
Model 0 best validation auc = 0.779343 on epoch 157
Model 0 test auc = 0.940999
Ensemble test auc = 0.940999
Fold 5
Model 0 best validation auc = 0.784038 on epoch 7
Model 0 test auc = 0.930765
Ensemble test auc = 0.930765
Fold 6
Model 0 best validation auc = 0.805634 on epoch 6
Model 0 test auc = 0.924142
Ensemble test auc = 0.924142
Fold 7
Model 0 best validation auc = 0.792488 on epoch 298
Model 0 test auc = 0.953642
Ensemble test auc = 0.953642
Fold 8
Model 0 best validation auc = 0.789202 on epoch 6
Model 0 test auc = 0.944612
Ensemble test auc = 0.944612
Fold 9
Model 0 best validation auc = 0.795305 on epoch 6
Model 0 test auc = 0.894642
Ensemble test auc = 0.894642
10-fold cross validation
	Seed 0 ==> test auc = 0.947020
	Seed 1 ==> test auc = 0.935581
	Seed 2 ==> test auc = 0.924142
	Seed 3 ==> test auc = 0.946418
	Seed 4 ==> test auc = 0.940999
	Seed 5 ==> test auc = 0.930765
	Seed 6 ==> test auc = 0.924142
	Seed 7 ==> test auc = 0.953642
	Seed 8 ==> test auc = 0.944612
	Seed 9 ==> test auc = 0.894642
Overall test auc = 0.934196 +/- 0.016208
Elapsed time = 0:04:12
